##### WITH NEW RULES AND SCORES #####

# SUMMARY for threshold 5.0:
# Correctly non-spam: 406224  36.898%  (99.597% of non-spam corpus)
# Correctly spam:     548406  49.813%  (79.128% of spam corpus)
# False positives:      1644  0.149%  (0.403% of nonspam, 173403 weighted)
# False negatives:    144656  13.139%  (20.872% of spam, 306708 weighted)
# Average score for spam:  12.2    nonspam: -0.6
# Average for false-pos:   6.2  false-neg: 2.1
# TOTAL:              1100930  100.00%

Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  50669  99.62%
# Correctly spam:      68416  79.14%
# False positives:       194  0.38%
# False negatives:     18032  20.86%
# TCR(l=50): 3.117265  SpamRecall: 79.141%  SpamPrec: 99.717%

##### WITHOUT NEW RULES AND SCORES #####
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam: 406029  99.55%
# Correctly spam:     360356  51.99%
# False positives:      1839  0.45%
# False negatives:    332706  48.01%
# TCR(l=50): 1.632055  SpamRecall: 51.995%  SpamPrec: 99.492%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  50655  99.59%
# Correctly spam:      44893  51.93%
# False positives:       208  0.41%
# False negatives:     41555  48.07%
# TCR(l=50): 1.663901  SpamRecall: 51.931%  SpamPrec: 99.539%